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Differential expression gene analysis: how to do t.test on expression matrix with goups different clinical matrix?


How to make a great R reproducible exampleT test to find differentially expressed genes in Rdifferentially expressed genes in RUsing SVM for gene expression analysisCreating eset object from preprocessed expression matrix?Differential gene expression analysis in PythonHierarchical clustering on continuous heterogeneous variables with different range/scales in RHow to do Gene Expression dataset analysis with RUsing limma for Differential Expression with log2 Normalized RT-qPCR dataExtracting genes differentially expressed by Wilcox test






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0















I am beginning my PhD in transcriptome (affymetrix assay) analysis.



I have an expression matrix (trans_data : 32000 genes x 620 samples), and a clinical matrix (clin_data : 620 samples x 42 clinical caracteristics).
The samples belong to 1 of the 4 populations A-B-C-D. I'd like to draw comparision of gene expression between population A and B without triying to bind the two matrix.



I'd like to optain a matrix with mean expression of each genes in the two population, then pvalue, then adjusted p value.



Then I could select only differentially expressed genes (padj < 0,05).



thanks for your help.
Alain










share|improve this question






























    0















    I am beginning my PhD in transcriptome (affymetrix assay) analysis.



    I have an expression matrix (trans_data : 32000 genes x 620 samples), and a clinical matrix (clin_data : 620 samples x 42 clinical caracteristics).
    The samples belong to 1 of the 4 populations A-B-C-D. I'd like to draw comparision of gene expression between population A and B without triying to bind the two matrix.



    I'd like to optain a matrix with mean expression of each genes in the two population, then pvalue, then adjusted p value.



    Then I could select only differentially expressed genes (padj < 0,05).



    thanks for your help.
    Alain










    share|improve this question


























      0












      0








      0








      I am beginning my PhD in transcriptome (affymetrix assay) analysis.



      I have an expression matrix (trans_data : 32000 genes x 620 samples), and a clinical matrix (clin_data : 620 samples x 42 clinical caracteristics).
      The samples belong to 1 of the 4 populations A-B-C-D. I'd like to draw comparision of gene expression between population A and B without triying to bind the two matrix.



      I'd like to optain a matrix with mean expression of each genes in the two population, then pvalue, then adjusted p value.



      Then I could select only differentially expressed genes (padj < 0,05).



      thanks for your help.
      Alain










      share|improve this question














      I am beginning my PhD in transcriptome (affymetrix assay) analysis.



      I have an expression matrix (trans_data : 32000 genes x 620 samples), and a clinical matrix (clin_data : 620 samples x 42 clinical caracteristics).
      The samples belong to 1 of the 4 populations A-B-C-D. I'd like to draw comparision of gene expression between population A and B without triying to bind the two matrix.



      I'd like to optain a matrix with mean expression of each genes in the two population, then pvalue, then adjusted p value.



      Then I could select only differentially expressed genes (padj < 0,05).



      thanks for your help.
      Alain







      r






      share|improve this question













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      asked Mar 28 at 16:53









      Alain_LUAlain_LU

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          Can't answer your question directly without a clear reproducible example but you might want to check out the rather excellent tableone package






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            Can't answer your question directly without a clear reproducible example but you might want to check out the rather excellent tableone package






            share|improve this answer





























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              Can't answer your question directly without a clear reproducible example but you might want to check out the rather excellent tableone package






              share|improve this answer



























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                Can't answer your question directly without a clear reproducible example but you might want to check out the rather excellent tableone package






                share|improve this answer













                Can't answer your question directly without a clear reproducible example but you might want to check out the rather excellent tableone package







                share|improve this answer












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                share|improve this answer










                answered Mar 28 at 17:13









                B_RealB_Real

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